Region proposals.
Unsupervised region proposal generation used to be a standard approach to localize objects in a scene [1]}, [2]}, [3]}, [4]}. These approaches localize objects in a class-agnostic way, but employ hand-crafted features (., color contrast, edge, ) to capture general objectness.
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